Multiple inheritance is when a class inherits features from more than one parent class. Java does not support multiple inheritance with classes to avoid ambiguity and complexity. However, Java supports multiple inheritance through interfaces. A class can implement multiple interfaces, allowing similar functionality without the complications of class-based multiple inheritance.